Lead MLOps Platform Architect, Regulated AI
A regulated analytics organisation is moving machine learning from isolated experiments into a shared production platform. The challenge is not simply model deployment. The programme needs a coherent approach to lineage, reproducibility, access control and monitoring so that models can be operated and reviewed long after the original development team has moved on.